portada Statistics in Human Genetics and Molecular Biology (en Inglés)

Statistics in Human Genetics and Molecular Biology (en Inglés)

Formato

Libro Físico

Autor

Cavan Reilly

Editorial

CRC Press

Idioma

Inglés

N° páginas

280

Encuadernación

Tapa Dura

Dimensiones

23.6x16x2 cm

Peso

0.54 kg.

ISBN

1420072633

ISBN13

9781420072631

Categorías

Investigación médica
Epidemiología y estadística médica
Genética médica
Genética (no médica)

Statistics in Human Genetics and Molecular Biology (en Inglés)

Cavan Reilly (Autor) · CRC Press · Tapa Dura

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Reseña del libro "Statistics in Human Genetics and Molecular Biology (en Inglés)"

Focusing on the roles of different segments of DNA, Statistics in Human Genetics and Molecular Biology provides a basic understanding of problems arising in the analysis of genetics and genomics. It presents statistical applications in genetic mapping, DNA/protein sequence alignment, and analyses of gene expression data from microarray experiments.The text introduces a diverse set of problems and a number of approaches that have been used to address these problems. It discusses basic molecular biology and likelihood-based statistics, along with physical mapping, markers, linkage analysis, parametric and nonparametric linkage, sequence alignment, and feature recognition. The text illustrates the use of methods that are widespread among researchers who analyze genomic data, such as hidden Markov models and the extreme value distribution. It also covers differential gene expression detection as well as classification and cluster analysis using gene expression data sets.Ideal for graduate students in statistics, biostatistics, computer science, and related fields in applied mathematics, this text presents various approaches to help students solve problems at the interface of these areas.